Frequency response analysis (FRA) of transformers as a tool for fault detection and location: A review

RK Senobari, J Sadeh, H Borsi - Electric power systems research, 2018 - Elsevier
Power transformers are one of the most important components of the electrical power
networks. A wide range of mechanical and electrical stresses in addition to the aging could …

A review of power system protection and asset management with machine learning techniques

F Aminifar, M Abedini, T Amraee, P Jafarian… - Energy Systems, 2022 - Springer
Power system protection and asset management have drawn the attention of researchers for
several decades; but they still suffer from unresolved and challenging technical issues. The …

[PDF][PDF] Interpretation of inter-turn fault in transformer winding using turns ratio test and frequency response analysis

ASA Razzaq, MFM Yousof, SM Al-Ameri… - International Journal of …, 2022 - academia.edu
The transformer is critical equipment in electrical power systems as it is continuously
exposed to various failures. Inter-turns fault in the transformer reduces the turns of the …

Clustering of transformer condition using frequency response analysis based on k-means and GOA

M Bigdeli, A Abu-Siada - Electric Power Systems Research, 2022 - Elsevier
Frequency response analysis (FRA) is considered as the most popular and reliable method
to detect mechanical deformations within power transformers. Despite this popularity …

A novel hyperbolic fuzzy entropy measure for discrimination and taxonomy of transformer winding faults

AR Abbasi, CP Gandhi - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
During operation, power transformers are subjected to a variety of electrical and mechanical
stresses, which can result in winding faults. The most common defects in transformers are …

Detection of probability of occurrence, type and severity of faults in transformer using frequency response analysis based numerical indices

M Bigdeli, D Azizian, GB Gharehpetian - Measurement, 2021 - Elsevier
Frequency response analysis (FRA) is mainly used as a tool for detecting mechanical faults
(especially displacement and deformation of windings and core) as well as electrical faults …

A new testing method for the diagnosis of winding faults in transformer

Z Wu, L Zhou, T Lin, X Zhou, D Wang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
In this article, a new testing method for the diagnosis of winding faults based on the resonant
frequency of the transformer is proposed. The system that consists of the high-voltage dc …

Understanding the influence of power transformer faults on the frequency response signature using simulation analysis and statistical indicators

SMAN Al-Ameri, MS Kamarudin, MFM Yousof… - IEEe …, 2021 - ieeexplore.ieee.org
Frequency Response Analysis (FRA) is the most reliable technique currently used to
evaluate the mechanical integrity of power transformers. While the measurement devices …

Intelligent classifiers in distinguishing transformer faults using frequency response analysis

M Bigdeli, P Siano, HH Alhelou - IEEE Access, 2021 - ieeexplore.ieee.org
With the expansion of the use of frequency response analysis (FRA) as a reliable tool for
fault detection in transformers, more capabilities of this method are discovered every day. So …

A review of the applications of machine learning in the condition monitoring of transformers

A Esmaeili Nezhad, MH Samimi - Energy Systems, 2024 - Springer
Power transformers are critical components of every power system. They are expensive
apparatuses accounting for a significant portion of the capital investment in the electric …